amis-zh-600M / README.md
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metadata
license: mit
language:
  - zh
  - ami
metrics:
  - bleu
base_model:
  - facebook/nllb-200-distilled-600M
pipeline_tag: translation
library_name: transformers
tags:
  - linguistics

amis-zh-600M

This model is a fine tuned version of the facebook/nllb-200-disillted-600M model for the Amis language.

The model was fit with a custom tokenizer and language tag for Amis and additional Traditional Chinese tokens.

The model was trained on roughly ~90k sentence pairs for 60k Epochs until validation loss plateaued

Evaluation

The mode was evaluated on 1,500 test sentence pairs bidirectionally

BLEU

  • Amis -> Chinese: 23.83 31.5/27.1/21.9/17.3
  • Chinese -> Amis: 15.15 38.5/17.9/10.6/7.2